Somak Aditya
28 papers · 2015–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (5) 🏃 Academic Marathon (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (9)
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Conference Polyglot
(10)
🏃
Academic Marathon
(11)
🌈
Renaissance Researcher
(9)
🤝
Dynamic Duo
(11)
🧬
Topic Evolution
💎
Century Club
(26)
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Prolific Year
(5)
📈
Trend Setter
🗃️
Keyword Collector
(97)
🔥
Unstoppable
(8)
Conferences
EMNLP (7)
AACL (4)
AAAI (3)
IJCNLP (3)
NAACL (3)
ACL (2)
CONLL (2)
IJCAI (2)
COLING (1)
WACV (1)
Top co-authors
Research topics
Keywords
large language model
(5)
natural language inference
(3)
vision-language model
(3)
visual question answering
(3)
knowledge integration
(2)
multilingual language model
(2)
few-shot fine-tuning
(2)
text generation
(2)
transfer learning
(2)
language model
(2)
domain adaptation
(2)
query expansion
(2)
mathematical reasoning
(2)
taxonomic hierarchy
(2)
few-shot learning
(2)
information retrieval
(2)
cross-lingual transfer
(2)
benchmark evaluation
(2)
variational autoencoder
(2)
zero-shot transfer
(2)
Papers
AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems
WACV 2026
PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics
AAAI 2026
AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models
AAAI 2026
Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions
ACL 2025
SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation
NAACL 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos
EMNLP 2025
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
EMNLP 2025
Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text
EMNLP 2024
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks
COLING 2024
Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text
CONLL 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
EMNLP 2024
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments
EMNLP 2024
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
NAACL 2024
SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search
AACL 2023
A Robust Information-Masking Approach for Domain Counterfactual Generation
ACL 2023
SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search
IJCNLP 2023
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
IJCNLP 2023
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction
AACL 2023
Multilingual CheckList: Generation and Evaluation
AACL 2022
Vector Space Interpolation for Query Expansion
IJCNLP 2022
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
AAAI 2022
Vector Space Interpolation for Query Expansion
AACL 2022
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance
EMNLP 2021
TaxiNLI: Taking a Ride up the NLU Hill
CONLL 2020
TaxiNLI: Taking a Ride up the NLU Hill
EMNLP 2020
Integrating Knowledge and Reasoning in Image Understanding
IJCAI 2019
Recognizing Social Constructs from Textual Conversation
NAACL 2015
Towards Addressing the Winograd Schema Challenge — Building and Using a Semantic Parser and a Knowledge Hunting Module
IJCAI 2015